Table 3.
Statistical results of pandemic effect regression (11).
| Country | Laga | F-stats. | Prob. (F-stats.)b | Adj. R-sq.c | t-stats. | P < |t|d | |
|---|---|---|---|---|---|---|---|
| Gross Domestic Product (GDP) | |||||||
| DEU | 2 | 2 615.5 | 0.000∗∗∗ | 0.802 | −2.12% | −16.691 | 0.000∗∗∗ |
| ESP | 2 | 8 985.2 | 0.000∗∗∗ | 0.916 | −2.27% | −13.026 | 0.000∗∗∗ |
| IDN | 2 | 38 989.1 | 0.000∗∗∗ | 0.985 | −1.24% | −24.143 | 0.000∗∗∗ |
| IND | 2 | 101 284.5 | 0.000∗∗∗ | 0.993 | 4.17% | 51.666 | 0.000∗∗∗ |
| MEX | 2 | 33 278.1 | 0.000∗∗∗ | 0.980 | −2.37% | −21.127 | 0.000∗∗∗ |
| RUS | 2 | 3 741.9 | 0.000∗∗∗ | 0.851 | 10.86% | 82.277 | 0.000∗∗∗ |
| USA | 2 | 18 530.2 | 0.000∗∗∗ | 0.972 | −0.12% | −1.460 | 0.145 |
| Broad Money (M2) | |||||||
| DEU | 2 | 13 345.0 | 0.000∗∗∗ | 0.954 | −0.24% | −10.490 | 0.000∗∗∗ |
| IDN | 2 | 78.5 | 0.000∗∗∗ | 0.119 | 0.82% | 5.845 | 0.000∗∗∗ |
| IND | 2 | 78.9 | 0.000∗∗∗ | 0.103 | 4.00% | 13.961 | 0.000∗∗∗ |
| MEX | 2 | 1 807.5 | 0.000∗∗∗ | 0.727 | 0.62% | 5.679 | 0.000∗∗∗ |
| RUS | 2 | 679.3 | 0.000∗∗∗ | 0.510 | 0.44% | 6.160 | 0.000∗∗∗ |
| USA | 2 | 179 627.6 | 0.000∗∗∗ | 0.997 | 0.01% | 0.665 | 0.506 |
| Consumer Price Index (CPI) | |||||||
| DEU | 2 | 1 614.1 | 0.000∗∗∗ | 0.714 | 0.43% | 23.030 | 0.000∗∗∗ |
| ESP | 2 | 1 220.9 | 0.000∗∗∗ | 0.596 | 0.01% | 0.248 | 0.804 |
| IDN | 2 | 2 559.9 | 0.000∗∗∗ | 0.817 | 0.31% | 21.957 | 0.000∗∗∗ |
| IND | 2 | 472.8 | 0.000∗∗∗ | 0.411 | −3.00% | −40.813 | 0.000∗∗∗ |
| MEX | 2 | 373.5 | 0.000∗∗∗ | 0.354 | 1.23% | 45.783 | 0.000∗∗∗ |
| RUS | 2 | 1 219.7 | 0.000∗∗∗ | 0.651 | −0.35% | −14.257 | 0.000∗∗∗ |
| USA | 2 | 4 559.8 | 0.000∗∗∗ | 0.894 | 0.15% | 6.803 | 0.000∗∗∗ |
| Unemployment Rate | |||||||
| DEU | 2 | 4 947.0 | 0.000∗∗∗ | 0.884 | 5.32% | 25.424 | 0.000∗∗∗ |
| ESP | 2 | 6 569.4 | 0.000∗∗∗ | 0.888 | 0.31% | 2.117 | 0.035∗∗ |
| MEX | 2 | 754.2 | 0.000∗∗∗ | 0.526 | 14.30% | 26.306 | 0.000∗∗∗ |
| RUS | 1 | 5 743.6 | 0.000∗∗∗ | 0.898 | −1.81% | −6.873 | 0.000∗∗∗ |
| USA | 2 | 132 608.9 | 0.000∗∗∗ | 0.996 | −1.26% | −4.654 | 0.000∗∗∗ |
| Export (Goods) | |||||||
| DEU | 2 | 615.1 | 0.000∗∗∗ | 0.487 | −4.29% | −5.482 | 0.000∗∗∗ |
| ESP | 1 | 1 325.7 | 0.000∗∗∗ | 0.616 | −0.59% | −0.767 | 0.443 |
| IDN | 2 | 159.4 | 0.000∗∗∗ | 0.216 | 13.14% | 10.990 | 0.000∗∗∗ |
| IND | 2 | 6 821.2 | 0.000∗∗∗ | 0.910 | 12.42% | 20.245 | 0.000∗∗∗ |
| MEX | 2 | 2 287.6 | 0.000∗∗∗ | 0.771 | 7.79% | 8.010 | 0.000∗∗∗ |
| RUS | 2 | 5.1 | 0.025∗∗ | 0.006 | −22.90% | −27.694 | 0.000∗∗∗ |
| USA | 2 | 3 297.9 | 0.000∗∗∗ | 0.859 | 1.70% | 3.757 | 0.000∗∗∗ |
| Import (Goods) | |||||||
| DEU | 2 | 726.7 | 0.000∗∗∗ | 0.529 | −7.77% | −15.459 | 0.000∗∗∗ |
| ESP | 2 | 1 446.8 | 0.000∗∗∗ | 0.636 | 1.26% | 1.762 | 0.078∗ |
| IDN | 2 | 165.4 | 0.000∗∗∗ | 0.223 | 0.56% | 0.398 | 0.691 |
| IND | 2 | 3 746.4 | 0.000∗∗∗ | 0.847 | 4.47% | 5.361 | 0.000∗∗∗ |
| MEX | 2 | 1 350.8 | 0.000∗∗∗ | 0.665 | 2.66% | 2.746 | 0.006∗∗∗ |
| RUS | 2 | 1 462.1 | 0.000∗∗∗ | 0.691 | −6.66% | −16.573 | 0.000∗∗∗ |
| USA | 1 | 1 216.7 | 0.000∗∗∗ | 0.693 | −0.23% | −0.588 | 0.557 |
| Total Reserve | |||||||
| DEU | 2 | 249.2 | 0.000∗∗∗ | 0.277 | 7.18% | 54.992 | 0.000∗∗∗ |
| ESP | 2 | 734.0 | 0.000∗∗∗ | 0.470 | −0.25% | −4.833 | 0.000∗∗∗ |
| IDN | 2 | 630.5 | 0.000∗∗∗ | 0.523 | −3.64% | −23.709 | 0.000∗∗∗ |
| IND | 2 | 163.7 | 0.000∗∗∗ | 0.194 | 2.56% | 27.735 | 0.000∗∗∗ |
| MEX | 2 | 514.0 | 0.000∗∗∗ | 0.430 | −0.01% | −0.195 | 0.845 |
| RUS | 2 | 872.0 | 0.000∗∗∗ | 0.572 | 0.20% | 2.040 | 0.042∗∗ |
| USA | 2 | 157.1 | 0.000∗∗∗ | 0.225 | −0.79% | −9.273 | 0.000∗∗∗ |
| Exchange Rate | |||||||
| ESP | 2 | 63.2 | 0.000∗∗∗ | 0.070 | −0.53% | −7.553 | 0.000∗∗∗ |
| IDN | 2 | 3 613.6 | 0.000∗∗∗ | 0.863 | 0.09% | 0.747 | 0.455 |
| IND | 1 | 1 760.5 | 0.000∗∗∗ | 0.722 | −0.05% | −0.491 | 0.624 |
| MEX | 2 | 1 475.3 | 0.000∗∗∗ | 0.685 | 0.02% | 0.074 | 0.941 |
| RUS | 2 | 117.8 | 0.000∗∗∗ | 0.152 | 9.35% | 35.170 | 0.000∗∗∗ |
Notes.
Lags of pandemic indicator xt are selected by BIC criteria.
Prob. (F-stats.) shows the significance level of F-test. ∗∗∗, ∗∗, and ∗ indicate significance at the 1%, 5%, and 10% levels, respectively.
Adj. R-sq. (Adjusted R-squared) represents the goodness-of-fit of the OLS model.
shows estimation of the intercept of regression (11). P < |t| shows the significance level of t-test on coefficient . ∗∗∗, ∗∗, and ∗ indicate significance at the 1%, 5%, and 10% levels, respectively. Significance implies that the hypothesis of permanent effect r0 = 0 should be rejected; otherwise, the permanent effect is considered to be zero.